What users observe
CellRange reads are much faster on large Excel files.
Why this happens
With CellRange:
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Only required rows are sliced
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Only required columns are extracted
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Header resolution is localized
With FullSheet:
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Entire sheet is scanned
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All rows and columns are parsed
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More data flows through inference logic
Performance impact
CellRange:
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Lower I/O
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Lower memory usage
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Faster inference
FullSheet:
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Higher overhead
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More flexible
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Slower on large sheets
Recommendation
Use CellRange whenever:
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Data is embedded inside reports
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Sheets contain charts, pivots, or notes
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Only one table is required